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03/04/2023
Dynamic Deep Learning LES Closures: Online Optimization With Embedded DNS
Deep learning (DL) has recently emerged as a candidate for closure model...
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08/06/2022
Deep Learning Closure Models for Large-Eddy Simulation of Flows around Bluff Bodies
A deep learning (DL) closure model for large-eddy simulation (LES) is de...
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05/03/2021
Embedded training of neural-network sub-grid-scale turbulence models
The weights of a deep neural network model are optimized in conjunction ...
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11/20/2019